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GitHub / irmlma / uncertainty-quantification-snf
Uncertainty quantification and out-of-distribution detection using surjective normalizing flows
JSON API: https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/irmlma%2Funcertainty-quantification-snf
Stars: 1
Forks: 0
Open Issues: 0
License: apache-2.0
Language: Python
Repo Size: 563 KB
Dependencies:
13
Created: 11 months ago
Updated: 4 months ago
Last pushed: 4 months ago
Last synced: 4 months ago
Topics: epistemic-uncertainty, normalizing-flows, out-of-distribution-detection, python
Files
Dependencies
- actions/checkout v3 composite
- actions/setup-python v3 composite
- pre-commit/action v3.0.0 composite
- distrax >=0.1.4
- dm-haiku >=0.0.10
- flax >=0.7.0
- jax >=0.4.13
- jaxlib >=0.4.13
- ml-collections >=0.1.1
- optax >=0.1.5
- pandas >=2.0.3
- rmsyutls >=0.0.1
- surjectors >=0.2.2